Free SKILL.md scraped from GitHub. Clone the repo or copy the file directly into your Claude Code skills directory.
npx versuz@latest install leoyeai-openclaw-master-skills-skills-wyckoff-a-sharegit clone https://github.com/LeoYeAI/openclaw-master-skills.gitcp openclaw-master-skills/SKILL.MD ~/.claude/skills/leoyeai-openclaw-master-skills-skills-wyckoff-a-share/SKILL.md--- name: akshare-online-alpha description: Run Wyckoff master-style analysis from stock codes, holdings (symbol/cost/qty), cash, CSV data, and optional chart images. Use when users want online multi-source data fetching with source switching, strict Beijing-time trading-session checks, fixed system prompt analysis, single-stock analysis, holding rotation, holding add/reduce suggestions, or empty-position cash deployment suggestions. --- # Akshare Online Alpha Use this skill when the user wants Wyckoff-style analysis with online data fetch and source fallback. ## Input Schema Single/multi symbol analysis: - Inputs: stock code(s), optional CSV, optional chart image, text goals. Portfolio decision analysis: - `holdings` (can be empty): `[股票A+成本+数量, 股票B+成本+数量, ...]` - `cash`: available cash amount - `candidate` (optional): stock code not currently in holdings - Optional CSV/image/text instructions are still supported. Portfolio example: - `holdings = [600519+1450+100, 000001+10.2+3000]` - `cash = 80000` - `candidate = 300750` ## When To Use / Not Use Use this skill when at least one condition is true: - User provides stock code(s) and asks for current/near-current analysis. - User provides holdings + cash + candidate and asks whether to switch positions. - User asks whether current holdings should be increased/reduced/kept. - User has no holdings and asks how to act with available cash. - User asks to combine CSV + online validation. - User provides chart image and asks for Wyckoff interpretation. Do not use this skill when: - User only asks for generic Python/chart debugging unrelated to market analysis. - User requests purely offline historical analysis with no online data requirement. ## Auto Intent Inference When `holdings/cash/candidate` are provided, do not require the user to say "switch / add / reduce / empty-position". Infer automatically from provided fields: - `holdings` non-empty + `candidate` provided: include rotation comparison and per-holding actions. - `holdings` non-empty + no `candidate`: provide per-holding add/reduce/hold/exit suggestions. - `holdings` empty + `cash` provided: provide empty-position cash deployment suggestion. ## Required Execution Order 1. Validate input and parse structured fields: - Determine symbol-only flow or portfolio flow from input fields. - CSV (if provided): main source for historical structure. - Text instructions: constraints and goals. - Image (if provided): supplemental intraday/micro-structure signal. - In portfolio flow, parse `holdings/cash/candidate(optional)` before analysis. 2. Resolve current Beijing time before any trading suggestion: - Fetch actual current time from tool/system. - Convert to `Asia/Shanghai`. - Print `当前北京时间:YYYY-MM-DD HH:MM(UTC+8)`. - Determine if in A-share continuous auction window. 3. Enforce trading-session rules: - If not in tradable session, only provide post-market review/next-day plan/order strategy. - Do not output immediate intraday execution commands. 4. Fetch data with online source switching: - Use `rules/source-fallbacks.md` order. - For each symbol, keep source audit log. - If source fails, schema check fails, or rows are insufficient, switch source. - In portfolio flow, fetch all holding symbols and candidate symbol when provided. 5. Perform Wyckoff analysis first: - Analyze latest 500 days structure with MA50/MA200. - Identify phases/events without forcing full phase set. - Allow event-date news checks only for verification, not as decision basis. 6. In portfolio flow, produce a Wyckoff-style portfolio recommendation: - For each holding, give one action: `add / reduce / hold / exit`. - If candidate is provided, compare candidate vs current holdings from structure strength, phase position, and event quality. - If candidate is provided, identify which current holding is structurally weakest and whether rotation is needed. - If holdings are empty, provide an empty-position suggestion using available cash and current structure context. - Use `cost/qty/cash` to give concrete action suggestions in narrative form. - Keep final recommendation in Wyckoff tone and clearly state action labels such as `switch / partial switch / hold / add / reduce`. 7. Plot only when allowed: - If current time is intraday trading time, skip plotting. - Otherwise generate plotting code/result using hard rendering constraints from system prompt. ## Fixed Output Contract Always output in this order: 1. `当前北京时间:YYYY-MM-DD HH:MM(UTC+8)` 2. Trading verdict: - `当前是否可盘中交易:是/否` - If no: `当前不可盘中交易(原因:...)` 3. Data audit table per symbol: - `symbol` - `source_used` - `rows_kept` - `window_end_date` - `fallback_count` 4. Wyckoff analysis result: - Current cycle background and phase (only what is evidenced). - Key events (SC/ST/Spring/LPS/SOS/UTAD if present) with concise rationale. - Action boundaries respecting T+1 and current session status. 5. Portfolio action section (portfolio flow only): - Holdings snapshot from provided `cost/qty/cash`. - Per-holding action suggestions (`add / reduce / hold / exit`) with reasoning. - Candidate vs weakest holding comparison (if candidate is provided). - Empty-position cash action suggestion (if holdings are empty). - Final action summary in Wyckoff tone. 6. Plotting section (only when allowed by session rules): - Python code and/or generated chart result with Chinese annotation constraints. ## Failure And Degrade Rules - If all data sources fail for a symbol, report that symbol as `data_unavailable` and continue with remaining symbols. - If fewer than 30 valid rows are available, do not force phase labeling; return "insufficient structure depth". - If image is unreadable, explicitly state parse failure reason and continue with text/CSV path. - Never invent OHLCV rows, event timestamps, or trading-day status. ## Hard Constraints - Do not change the fixed prompt wording unless explicitly requested. - Do not fabricate missing OHLCV rows. - Do not ignore image input if image is parseable. - Do not use opaque white text boxes in chart annotations. - If fetching data requires running Python scripts, run them only in a sandboxed environment. - Prefer direct web/API fetch first; use Python scripts only when needed for fallback, parsing, or normalization. ## Resources - `rules/alpha-system-prompt.md`: fixed role and hard rules. - `rules/source-fallbacks.md`: online source switching policy.